Blockchain infrastructure built for the people who think crypto is a scam.
While crypto chased speculation, the compute and storage that AI runs on stayed locked behind a handful of clouds — opaque, extractive, and unsafe.
of people surveyed across 150 coffee shops & venues associate blockchain with scams
You can't see the model, the silicon, or what happens to your data. Closed weights behind an API, opaque pricing, throttling with no explanation — you can't even verify the computation you paid for.
A handful of clouds and model labs set the price of every GPU-hour. You rent intelligence at monopoly margins, pay egress to get your own data back, and never own the stack. AGI on rented servers isn't AGI — it's a subscription.
Prompts, files, and model weights live on someone else's servers — trained on, stored, and breachable. The workloads that matter most — health, legal, finance — can't safely go there at all.
MOVEit, National Public Data — centralized stores are failing at scale, with 1.7 billion records exposed in 2024 alone. One server, one breach, no recovery path.
Models keep getting bigger and GPUs are the bottleneck — the centralized cloud can't keep up, and the workloads that need privacy can't run there at all.
A few hyperscalers and one chipmaker control the supply and the price of compute. Startups, researchers, and anyone without a cloud contract get gated out.
Decentralized physical infrastructure — compute, storage, GPUs — is the hottest category in crypto. a16z Crypto closed a $2.2B fund aimed at turning exactly this kind of infrastructure into everyday products.
flowchart TB
user["END USER"]
chain["SUM CHAIN<br/>typed-tx dispatch · zkML verify · settlement"]
subgraph mesh[INFERENCE NODE MESH]
direction LR
nodeA["Node A<br/>layers 1..N"]
nodeB["Node B<br/>layers N+1..M"]
nodeA <-->|"4 · pipeline-parallel inference"| nodeB
end
archive["ARCHIVE NODES · SNIP<br/>model weights chunked · PoR-backed"]
user -->|"1 · prompt + Koppa fee"| chain
chain -->|"2 · dispatch<br/>job"| mesh
mesh -->|"3 · fetch model shards (GGUF) over SNIP"| archive
archive -.->|"shards"| mesh
mesh -->|"5 · response<br/>+ zkProof"| chain
chain -->|"6 · response delivered"| user
sequenceDiagram
participant U as End User
participant C as SUM Chain
participant I as Inference Nodes
participant A as Archive · SNIP
U->>C: 1 · prompt + Koppa fee
C->>I: 2 · dispatch job
I->>A: 3 · fetch model shards (GGUF)
A-->>I: shards
I-->>I: 4 · pipeline-parallel inference
I->>C: 5 · response + zkML proof
Note over C: chain verifies
C->>U: 6 · deliver response
Every competitor solves one piece. SUM is the only full-stack — identity, storage, compute, and consumer apps — unified on one chain, accessed through one identity.
Pay for compute and storage capacity. Flat, predictable, auditable.
Developers, researchers, and startups tap compute and storage free or at reduced cost.
Clients pay per GB to store and retrieve tamper-proof data on SNIP's decentralized network.
OmniNode takes a protocol fee on AI inference jobs routed through the network.
Every inference job settles on SUM Chain with a Koppa fee and a zkML proof — the token is the unit of account for compute and storage.

CEO · AI · Blockchain · Systems
RUMUS — Rust-native deep learning framework, 150+ GitHub stars. OmniNode — Top 5 Global, AI Tinkerers LA. UCLA Math/CS. Alpha Speedrun: 100% coding assessment.

COO · Infra · Platform · Security
NASA lunar mission telemetry published in SPIE. DARPA-backed AML subgraph matching engine in C++. Architected SNIP from zero. Shipped SUMaillet to Chrome Web Store.
Prof. Andrea Bertozzi (UCLA) · Prof. Paolo Climaco (UCLA) — Co-directed Leonard & Michael's graph-matching research (signed MATH 199). Foundational to SUM Chain consensus layer.
What we're raising and what we need beyond capital:
Validators and Archive Nodes to secure SUM Chain and serve SNIP at scale; core engineering to harden every layer.
Recruit and onboard GPU and storage node operators to the mesh; developer programs and incentives to win early AI builders.
Marketing and sales experts to form GTM, build pipeline, and reach institutions.
Patent filings across SUM Chain, SNIP, OmniNode, SUMail — plus IP and corporate counsel.
Multi-month operating stability through the next milestone.
Reach us the old way — or prove you've been paying attention and use ours w/ credentials admin@suminnovation.xyz ["UqU4870Tz3OC!"]